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remem MCP Server

Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.

Publisher claimed. No tool list reported, and Pod has not connected to this server.

Status

Pod has not dialled remem yet, so everything on this page is what its publisher reported rather than what we observed. Registries describe servers; they do not connect to them. Until a check runs, treat the tool list below as a claim.

Connect

Published as @remem-ai/remem on npm. Runs locally.

Known issues

74 problems reported by people outside the maintainer team. Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 12.

Most discussed

Legacy observation dual path: decide retire-vs-freeze, inventory writers/readers, and converge on the capture ledger

Problem

Two storage generations coexist and are both live:

  • Legacy pre-v006 path: pending_observations queue (src/db/pending/), observations (+ observations_fts), session_summaries write/finalize paths (src/db/summarize/session/), plus legacy migration helpers (migrate_legacy_pending, truncation shims).
  • Current path: captured_events -> extraction_tasks -> memory_candidates -> memories capture ledger.

The legacy path still leaks into user-facing surfaces: MCP `get_o

Read the thread · 2026-07-02 · closed · 10 comments

[Blocked][Apps SDK] Build Remem Apps SDK GUI app for Codex

Context

The current Codex plugin wrapper in #389 packages Remem as a Codex plugin with a skill and bundled stdio MCP server. That is useful backend/plugin foundation, but it is not the GUI app plugin target.

Codex plugin packaging supports skills, mcpServers, hooks, and apps in .codex-plugin/plugin.json. The GUI-style app path is the apps entry, which points at .app.json. Local examples such as the GitHub plugin map .app.json to an existing connector/app id, e.g. `connector_

Read the thread · 2026-06-10 · closed · 10 comments

Context Bundle v1：稳定 ContextRequest / ContextPlan / ContextBundle / ContextAudit 合约

Context Bundle v1：稳定 ContextRequest / ContextPlan / ContextBundle / ContextAudit 合约

背景

当前 remem 已经具备：

  • SessionStart context rendering；
  • preference / core / lesson / session / workstream 分区；
  • MCP search、get_observations、timeline、workstreams；
  • branch-aware selection、全局 relevance budget 和 audit contract。

但调用方仍然主要面对“若干搜索工具 + 一段预渲染文本”。随着 retrieval enrichment、rerank、graph、host-native memory 和更多 scope 加入，调用方不应该自行理解所有检索细节。

目标是把 remem 从“返回 memory 结果的搜索层”提升为：

policy-aware context

Read the thread · 2026-07-24 · closed · 7 comments

Add truthful MCP tool annotations and output schemas

Background

Glama currently scores Tool Definition Quality at an average of 4/5 across all 14 MCP tools. Its per-tool feedback repeatedly notes that the tools expose no MCP annotations and no output schemas, so prose descriptions carry the full burden of explaining behavior and response structure.

Score page: https://glama.ai/mcp/servers/majiayu000/remem/score

The current implementation uses rmcp 0.15.0, whose tool macro supports annotations such as read_only_hint, destructive_hint, a

Read the thread · 2026-07-31 · closed · 6 comments

Publish first Glama release and validate usage telemetry

Background

Issue #830 added the repository metadata needed for Glama introspection. The current build spec now succeeds:

Read the thread · 2026-07-31 · closed · 6 comments

Most recent

Expose stable host-bound raw sessions for Refine consumers

Problem

Refine needs to consume Claude Code, Codex CLI, and Cursor sessions from Remem without reading host-owned transcript files or maintaining a second raw transcript store. The existing raw-session summary does not expose an authoritative coding-agent host, a stable consumer reference, or a content fingerprint, so same-ID sessions can collide across runtimes and consumers cannot cheaply detect unchanged sessions.

Scope

  • persist the exact supported host on transcript identity;
  • exp

Read the thread · 2026-08-29 · closed · 1 comment

[Impl] Add surface lifecycle manifest and consistency guard

Problem

The accepted GH969 stabilization contract has a canonical human-readable surface inventory, but the repository does not yet have the machine-readable manifest and lifecycle consistency guard required to keep that inventory aligned with the code users can actually call.

Without an executable inventory, a newly exported Rust symbol, registered MCP tool, REST route, CLI command, default feature, or offline harness can appear without an owner or lifecycle decision. Existing entries can

Read the thread · 2026-08-24 · closed · 1 comment

[Impl] Unify active-memory activation boundary and add bypass guard

Problem

The GH969 stabilization contract now requires every production operation that inserts or updates a curated memory into status='active' to pass one logical activation boundary. Current main still exposes several independently implemented activation routes—candidate promotion, MCP/REST direct save, governed pack import, scope cleanup/reactivation, Web governance restore, and exact Dream stock recovery—so policy, caller evidence, route identity, supersede behavior, and retry semantics

Read the thread · 2026-08-21 · closed · 1 comment

Improve MCP tool coherence and selection guidance without breaking public names

Background

Glama currently reports these Server Coherence subscores:

  • Disambiguation: 4/5
  • Naming consistency: 3/5
  • Tool count: 5/5
  • Completeness: 4/5

It also gives the lowest Tool Definition Quality scores to:

  • current_state: 3.5/5
  • recall_user_context: 3.5/5
  • timeline_report: 3.5/5
  • update_workstream: 3.8/5
  • get_observations: 3.9/5
  • timeline: 3.9/5

Score page: https://glama.ai/mcp/servers/majiayu000/remem/score

The common feedback is missing behavior disclosure,

Read the thread · 2026-07-31 · closed · 0 comments

perf(migrate): run_migrations 每次 open_db 抢写锁，读请求被串行化

现象

run_migrations 无条件开启 BEGIN IMMEDIATE 写事务（src/migrate/run.rs），而 REST API 和 MCP server 都是每请求现开一个连接（open_request_db() → db::open_db() → run_migrations）。因此每个读请求（search / list / detail / stats / graph / …）即使 schema 已最新，也会获取一次整库写锁。

影响

  • WAL 本应支持并发读，但每次 open_db() 的 BEGIN IMMEDIATE 把并发读串行化在写锁后面。
  • 与后台 worker 的写并发时，读请求可能等锁至 busy_timeout（5s）。

证据

  • src/migrate/run.rs：run_migrations → run_migration_transaction → execute_batch("BEGIN IMMEDIATE")，无「已最新则短路」早退。
  • `

Read the thread · 2026-07-24 · closed · 0 comments

为本地控制台补齐安全证据、只读资源与可恢复记忆治理

Summary

为 remem-web 的完整本地控制台补齐经过 capability gating 的后端契约：候选详情与脱敏证据、observations/sessions/workstreams/events/tasks 只读资源，以及 archive/restore 可恢复治理。

该 issue 关联 majiayu000/remem-web#3。当前用户已明确授权进入 spec 阶段（conversation: “你做吧”）；永久删除继续保持在 Web 范围外。

Current facts

  • 当前 native API 已提供 capabilities、status/search/memory、candidate list/filter/approve/reject/edit、graph 和 stats。
  • candidate review 写端点已经存在，但 Web 尚无经过验证的 candidate detail/evidence provenance 合约。
  • observations、sessions、workstreams、even

Read the thread · 2026-07-17 · closed · 0 comments

GH720 T4 real-data reconciliation: raw session reads lock and identity/counts diverge

Parent: #720

Problem

The GH720 SP720-T4 real-data reconciliation was executed on 2026-07-17 and exposed two blocking gaps instead of parity:

  1. remem raw sessions opens the database through db::open_db() even though it is a read-only query. With multiple normal remem MCP processes active, the command failed with begin migration transaction: database is locked. A temporary, uncommitted change to open_db_read_only() made the same query succeed; the patch was reverted after diagnosis.

Read the thread · 2026-07-17 · closed · 0 comments

See all 19 reports Pod holds for remem — of 74 qualified upstream.

Firsthand observations

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For agents

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  • 19 reported issues below
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